Fisheries, Subsistence, and Habitat
Publications Searchable Database
Search Again| Division: | Sport Fish |
| Title: | The use of aerial imagery to map in-stream physical habitat related to summer distribution of juvenile salmonids in a southcentral Alaskan stream |
| Author: | Perschbacher, J. |
| Year: | 2011 |
| Report ID: | Master's Thesis, University of Alaska, Fairbanks |
| Abstract: | Airborne remote sensing (3-band multispectral imagery) was used to assess in-stream physical habitat related to summer distributions of juvenile salmonids in a southcentral Alaskan stream. The objectives of this study were to test the accuracy of using remote sensing spectral and spatial classification techniques to map in-stream physical habitat, and test hypotheses of spatial segregation of ranked densities of juvenile Chinook salmon Oncorhynchus tschwytscha, coho salmon O. kisutch, and rainbow trout O. mykiss, related to stream order and drainage. To relate habitat measured with remote sensing to fish densities, a supervised classification technique based on spectral signature was used to classify riffles, non-riffles, vegetation, shade, gravel, and eddy drop zones, with a spatial technique used to classify large woody debris. Combining the two classification techniques resulted in an overall user’s accuracy of 85%, compared to results from similar studies (11-80%). Densities of juvenile salmonids was found to be significantly different between stream orders, but not between the two major drainages. A 500-m stream reach of field collected habitat data was successfully used to map 6 river km of a fourth-order streams in-stream physical habitat. The use of relatively inexpensive aerial imagery to classify in-stream physical habitats is cost effective and repeatable for mapping over large areas, and should be considered an effective tool for fisheries and land-use managers. |
| Keywords: | remote sensing, habitat, salmonids, classification techniques, accuracy, southcentral Alaska |